Short-Term Forecasting in Electric Power Systems Using Artificial Neural Networks

Ensemble Machine Learning Forecaster for Day Ahead PV System Generation

“…Also, in PV power forecasting, they become popular due to easy-to-use implementation and acceptable performance. The most popular methods, according to [4], to predict PV power are Artificial Neural Networks (ANNs) [5], [6], [7] and Support Vector Regression (SVR) [8], [9], [10]. In spite of the good performance of proposed methods, the majority of them rely on weather predictions (solar irradiation prediction, air temperature prediction, cloud coverage, etc.).…”